# Image-to-Image Translation on ADE20k (VGG Metrics)

Source: [Image-to-Image Translation on ADE20k (VGG Metrics)](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-vgg-metrics>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:08:01.673Z

Evaluation of Image-to-Image Translation performance on the ADE20k dataset, measured using VGG-based perceptual metrics.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Image Translation |
| Dataset (including any stated split) | ADE20k |
| Metric | VGG42 Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [VGG42 Score](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-vgg-metrics.md?metric=VGG42%20Score>): Higher is better; unit: SCALAR.

- [VGG52 Score](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-vgg-metrics.md?metric=VGG52%20Score>): Higher is better; unit: SCALAR.

- [VGGM Score](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-vgg-metrics.md?metric=VGGM%20Score>): Higher is better; unit: SCALAR.

- [VGGv Score](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-vgg-metrics.md?metric=VGGv%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | VGG42 Score | Result date | Report paper |
| --- | --- | --- | --- |
| UNITE | 0.883 | Not recorded | 68fa6a3d1e209131cea26e85 |
| CoCosNet | 0.878 | Not recorded | 68fa6a3d1e209131cea26e85 |
| SEAN | 0.868 | Not recorded | 68fa6a3d1e209131cea26e85 |
| SMIS | 0.862 | Not recorded | 68fa6a3d1e209131cea26e85 |
| SPADE | 0.861 | Not recorded | 68fa6a3d1e209131cea26e85 |
| SelectionGAN | 0.843 | Not recorded | 68fa6a3d1e209131cea26e85 |
| Pix2PixSC | 0.84 | Not recorded | 68fa6a3d1e209131cea26e85 |
| StarGAN v2 | 0.741 | Not recorded | 68fa6a3d1e209131cea26e85 |

### UNITE

VGG42 Score: 0.883. Result ID: 698e21dfffc3901de09b0e15.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CoCosNet

VGG42 Score: 0.878. Result ID: 698e21dfffc3901de09b0e14.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SEAN

VGG42 Score: 0.868. Result ID: 698e21dfffc3901de09b0e13.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa682c1e209131cea1a882.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SMIS

VGG42 Score: 0.862. Result ID: 698e21dfffc3901de09b0e12.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67561e209131cea159e4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SPADE

VGG42 Score: 0.861. Result ID: 698e21dfffc3901de09b0e0f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa669c1e209131cea11672.md>)

[Implementation](<https://github.com/NVlabs/SPADE>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SelectionGAN

VGG42 Score: 0.843. Result ID: 698e21dfffc3901de09b0e11.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa659f1e209131cea0b546.md>)

[Implementation](<https://github.com/Ha0Tang/SelectionGAN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Pix2PixSC

VGG42 Score: 0.84. Result ID: 698e21dfffc3901de09b0e0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65f31e209131cea0d56c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### StarGAN v2

VGG42 Score: 0.741. Result ID: 698e21dfffc3901de09b0e10.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3d1e209131cea26e85.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603b.md>)

[Implementation](<https://github.com/clovaai/stargan-v2>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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